Upload Date | May 08 2024 10:29 PM |
Views | 5 |
System Information | |
---|---|
Operating System | Android 13 |
Model | Google nissa |
Model ID | Google nissa |
Motherboard | joxer |
CPU Information | |
---|---|
Name | placeholder |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 78 architecture 8 variant 2 part 0 revision 1 |
Base Frequency | 0 MHz |
Cluster 1 | 8 Cores |
Memory Information | |
---|---|
Size | 6.84 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
0% |
5985
1.12 KIPS |
|
Image Classification (F16)
|
0% |
7199
1.35 KIPS |
|
Image Classification (I8)
|
0% |
6932
1.30 KIPS |
|
Image Segmentation (F32)
|
73% |
14895
248.8 IPS |
|
Image Segmentation (F16)
|
73% |
14668
245.0 IPS |
|
Image Segmentation (I8)
|
73% |
2197
36.7 IPS |
|
Pose Estimation (F32)
|
0% |
402305
487.2 IPS |
|
Pose Estimation (F16)
|
0% |
516899
625.9 IPS |
|
Pose Estimation (I8)
|
0% |
271339
328.6 IPS |
|
Object Detection (F32)
|
0% |
3658
273.1 IPS |
|
Object Detection (F16)
|
0% |
3868
288.8 IPS |
|
Object Detection (I8)
|
0% |
3365
251.3 IPS |
|
Face Detection (F32)
|
0% |
31270
371.8 IPS |
|
Face Detection (F16)
|
0% |
31067
369.4 IPS |
|
Face Detection (I8)
|
0% |
14228
169.2 IPS |
|
Depth Estimation (F32)
|
37% |
102901
798.0 IPS |
|
Depth Estimation (F16)
|
37% |
125520
973.4 IPS |
|
Depth Estimation (I8)
|
37% |
117988
915.0 IPS |
|
Style Transfer (F32)
|
33% |
651569
857.1 IPS |
|
Style Transfer (F16)
|
33% |
666170
876.3 IPS |
|
Style Transfer (I8)
|
33% |
300440
395.2 IPS |
|
Image Super-Resolution (F32)
|
0% |
39312
1.40 KIPS |
|
Image Super-Resolution (F16)
|
0% |
44971
1.61 KIPS |
|
Image Super-Resolution (I8)
|
0% |
16474
588.3 IPS |
|
Text Classification (F32)
|
100% |
106
151.7 IPS |
|
Text Classification (F16)
|
100% |
105
150.6 IPS |
|
Text Classification (I8)
|
92% |
45
64.4 IPS |
|
Machine Translation (F32)
|
100% |
218
4.02 IPS |
|
Machine Translation (F16)
|
100% |
199
3.66 IPS |
|
Machine Translation (I8)
|
64% |
79
1.45 IPS |